Patrick von Platen (patrickvonplaten)

patrickvonplaten

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Patrick von Platen's repositories

notebooks

Some notebooks for NLP

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Wav2Vec2_PyCTCDecode

Small repo describing how to use Hugging Face's Wav2Vec2 with PyCTCDecode

metaseq

Repo for external large-scale work

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blog

Public repo for HF blog posts

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kenlm

KenLM: Faster and Smaller Language Model Queries

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seq2seq-speech

Repository for fine-tuning Transformers 🤗 based seq2seq speech models in JAX/Flax.

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TensorFlowTTS

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, Korean, Chinese, German and Easy to adapt for other languages)

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transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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UniSpeech

UniSpeech - Large Scale Self-Supervised Learning for Speech

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wav2vec2-kenlm

Incorporating KenLM language model with HuggingFace implementation of Wav2Vec2CTC Model using beam search decoding

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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

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data2vec_vision

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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datasets-1

🤗 Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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flax

Flax is a neural network ecosystem for JAX that is designed for flexibility.

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huggingface_hub

All the open source things related to the Hugging Face Hub.

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Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2

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mesh-transformer-jax

Model parallel transformers in JAX and Haiku

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optax

Optax is a gradient processing and optimization library for JAX.

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pyctcdecode

A fast and lightweight python-based CTC beam search decoder for speech recognition.

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rotobart

Pre-training BART in Flax on The Pile dataset

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Symphonia

Pure Rust multimedia format demuxing, tag reading, and audio decoding library

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